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investigacao [2018/11/20 10:00]
lmatias [Complete Publication List]
investigacao [2019/06/20 14:13] (current)
lmatias [Complete Publication List]
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 {{:​iconmicroscope.jpg?​110x115 }} {{:​iconmicroscope.jpg?​110x115 }}
  
-===== Selected Publications ===== +===== Selected Publications ​and Patents ​===== 
- +  * Patent Granted at US Office ​[[https://patentimages.storage.googleapis.com/ac/5f/71/46b39f8f02cbbe/US20180096606A1.pdfUS20180096606A1 ​ - Method to control vehicle fleets to deliver on-demand transportation services]] (02/2019
-  *   Schimbinschi F., **Moreira-Matias L.**,  Nguyen V., Bailey J.: [[https://scholar.google.pt/​citations?​view_op=view_citation&​hl=pt-PT&​user=rTEfw38AAAAJ&​sortby=pubdate&​citation_for_view=rTEfw38AAAAJ:​9ZlFYXVOiuMC|"​Topology-regularized Universal Vector Autoregression for traffic forecasting in Large Urban areas"​]]In: [[http://www.sciencedirect.com/science/journal/09574174|Expert Systems with Applications]],  vol. 82, pp. 301-316, October ​(2017{{:​2017eswa_topologicalvar_florin.pdf|PDF}}+
  
 +  * Schimbinschi F., **Moreira-Matias L.**,  Nguyen V., Bailey J.: [[https://​scholar.google.pt/​citations?​view_op=view_citation&​hl=pt-PT&​user=rTEfw38AAAAJ&​sortby=pubdate&​citation_for_view=rTEfw38AAAAJ:​9ZlFYXVOiuMC|"​Topology-regularized Universal Vector Autoregression for traffic forecasting in Large Urban areas"​]]. In: [[http://​www.sciencedirect.com/​science/​journal/​09574174|Expert Systems with Applications]], ​ vol. 82, pp. 301-316, October (2017) {{:​2017eswa_topologicalvar_florin.pdf|PDF}}
  
   *   ​**Moreira-Matias L.**, Gama J. and Mendes-Moreira J., "​[[http://​link.springer.com/​chapter/​10.1007/​978-3-319-46131-1_18|Concept Neurons - Handling Drift Issues for   *   ​**Moreira-Matias L.**, Gama J. and Mendes-Moreira J., "​[[http://​link.springer.com/​chapter/​10.1007/​978-3-319-46131-1_18|Concept Neurons - Handling Drift Issues for
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 ===== Complete Publication List ===== ===== Complete Publication List =====
 +
 +**2019**: ​
 +
 +[1] Kozodoi, N., Katsas, P., Lessmann, S. ** Moreira-Matias,​ L.**, Papakonstantinou,​ K.: Shallow Self-Learning for Reject Inference in Credit Scoring. In: [[http://​www.ecmlpkdd2019.org/​|ECML/​PKDD 2019]] (antecipated,​ 2019)
  
 **2018**: ​ **2018**: ​
  
-[1] Saadallah, A., ** Moreira-Matias,​ L.**, Sousa, R., Khiari, J., Jenelius, E., Gama, J.: [[https://​ieeexplore.ieee.org/​document/8529287/authors#​authors|"​BRIGHT - Drift-Aware Demand Predictions for Taxi Networks"​]]. In: [[https://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=69|IEEE Transactions on Knowledge and Data Engineering]] antecipated (2018) ​+[2] Saadallah, A., ** Moreira-Matias,​ L.**, Sousa, R., Khiari, J., Jenelius, E., Gama, J.: [[https://​ieeexplore.ieee.org/​abstract/document/8561180|"​BRIGHT - Drift-Aware Demand Predictions for Taxi Networks"​]]. In: [[https://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=69|IEEE Transactions on Knowledge and Data Engineering]] antecipated (2018) ​ 
 + 
 +Presented at [[http://​conferences.cis.umac.mo/​icde2019/​|IEEE ICDE 2019]] as a Poster {{ ::​poster-tkde-final-a1-1.pdf |PDF}}
  
-[2] ** Moreira-Matias,​ L.**, Gama, J., Monreal, ​J., Nair, R., Trasarti, R.: [[https://​ieeexplore.ieee.org/​document/​8529287/​authors#​authors|"​Guest Editorial Special Issue on Knowledge Discovery From Mobility Data for Intelligent Transportation Systems"​]]. In: [[https://​ieeexplore.ieee.org/​document/​8430579/​|IEEE Transactions on Intelligent Transportation Systems]] vol. 19, no. 11, pp. 3626-3629, November (2018) {{ ::​ieee_transactions_cerqueira.pdf |PDF}}+[3] ** Moreira-Matias,​ L.**, Gama, J., Monreal, ​C., Nair, R., Trasarti, R.: [[https://​ieeexplore.ieee.org/​document/​8529287/​authors#​authors|"​Guest Editorial Special Issue on Knowledge Discovery From Mobility Data for Intelligent Transportation Systems"​]]. In: [[https://​ieeexplore.ieee.org/​document/​8430579/​|IEEE Transactions on Intelligent Transportation Systems]] vol. 19, no. 11, pp. 3626-3629, November (2018) {{ ::​ieee_transactions_cerqueira.pdf |PDF}}
  
-[3] ** Moreira-Matias,​ L.** [[https://​ieeexplore.ieee.org/​document/​8421120|"​ITSS Technical Activities Spotlight: Getting to Know the Big Data and AI for Mobility Technical Committee]]."​ [[https://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=5117645|IEEE Intelligent Transportation Systems Magazine]] 10.3 (2018): 205-205. {{ ::​2018_its_magazine_tab.pdf |PDF}}+[4] ** Moreira-Matias,​ L.** [[https://​ieeexplore.ieee.org/​document/​8421120|"​ITSS Technical Activities Spotlight: Getting to Know the Big Data and AI for Mobility Technical Committee]]."​ [[https://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=5117645|IEEE Intelligent Transportation Systems Magazine]] 10.3 (2018): 205-205. {{ ::​2018_its_magazine_tab.pdf |PDF}}
  
-[4] Cerqueira, V., **Moreira-Matias,​ L.**, Khiari, J., Van Lint, H.: [[https://​ieeexplore.ieee.org/​document/​8472171?​arnumber=8472171&​source=authoralert|"​On Evaluating Floating Car Data Quality for Knowledge Discovery"​]]. In: [[https://​ieeexplore.ieee.org/​document/​8430579/​|IEEE Transactions on Intelligent Transportation Systems]] vol. 19, no. 11, pp. 3698-3708, November (2018)+[5] Cerqueira, V., **Moreira-Matias,​ L.**, Khiari, J., Van Lint, H.: [[https://​ieeexplore.ieee.org/​document/​8472171?​arnumber=8472171&​source=authoralert|"​On Evaluating Floating Car Data Quality for Knowledge Discovery"​]]. In: [[https://​ieeexplore.ieee.org/​document/​8430579/​|IEEE Transactions on Intelligent Transportation Systems]] vol. 19, no. 11, pp. 3698-3708, November (2018)
  
-[5] Kong X., Li M., Tang T., Tian K., **Moreira-Matias L.**, Xia F.: [[https://​ieeexplore.ieee.org/​abstract/​document/​8457286|"​Shared Subway Shuttle Bus Route Planning Based on Transport Data Analytics"​]]. In: [[https://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=8856|IEEE Transactions on Automation Science and Engineering]] vol. 19, no. 11, pp. 3749-3760, November (2018) {{ ::​2018_tase_subway.pdf |PDF}}+[6] Kong X., Li M., Tang T., Tian K., **Moreira-Matias L.**, Xia F.: [[https://​ieeexplore.ieee.org/​abstract/​document/​8457286|"​Shared Subway Shuttle Bus Route Planning Based on Transport Data Analytics"​]]. In: [[https://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=8856|IEEE Transactions on Automation Science and Engineering]] vol. 19, no. 11, pp. 3749-3760, November (2018) {{ ::​2018_tase_subway.pdf |PDF}}
  
-[6] Alesiani F., **Moreira-Matias L.**, Faizrahnemoon M.: [[https://​ieeexplore.ieee.org/​document/​8430579?​arnumber=8430579&​source=authoralert|"​On Learning from Inaccurate and Incomplete Traffic Flow Data"​]]. In: [[https://​ieeexplore.ieee.org/​document/​8430579/​|IEEE Transactions on Intelligent Transportation Systems]] ​ vol. 19, no. 11, pp. 3698-3708, November (2018) {{ ::​2018_on_learning_from_incomplete_traffic_flow_data.pdf |PDF}}+[7] Alesiani F., **Moreira-Matias L.**, Faizrahnemoon M.: [[https://​ieeexplore.ieee.org/​document/​8430579?​arnumber=8430579&​source=authoralert|"​On Learning from Inaccurate and Incomplete Traffic Flow Data"​]]. In: [[https://​ieeexplore.ieee.org/​document/​8430579/​|IEEE Transactions on Intelligent Transportation Systems]] ​ vol. 19, no. 11, pp. 3698-3708, November (2018) {{ ::​2018_on_learning_from_incomplete_traffic_flow_data.pdf |PDF}}
  
-[7] Khiari J., **Moreira-Matias L.**, Shaker A., Zenko B., Dzeroski S.: "​MetaBags:​ Bagged Meta-Decision Trees for Regression"​. ​[[https://arxiv.org/abs/1804.06207|arXiv:1804.06207]] (April, 2018) - accepted to be presented at [[http://​www.ecmlpkdd2018.org/​|European Conference ​of Machine Learning and Knowledge Discovery in DatabasesECML PKDD 2018]]DublinIreland (research track) ​(**acceptance rate: 25.09%**) {{ ::2018_metabags.pdf |PDF}}+[8] Khiari J., **Moreira-Matias L.**, Shaker A., Zenko B., Dzeroski S.: [[https://link.springer.com/chapter/10.1007/​978-3-030-10925-7_39|"​MetaBagsBagged Meta-Decision Trees for Regression"​]]. InJoint European Conference ​on Machine Learning and Knowledge Discovery in Databases ​(ECML/PKDD)pp. 637-652. SpringerCham, 2018. (**acceptance rate: 25.09%**) {{ ::ecml_pkdd_2018_proceedings.pdf |PDF}}
  
-[8] He X., **Moreira-Matias L.**: "​Robust Continuous Co-Clustering"​. [[https://​arxiv.org/​abs/​1802.05036|arXiv:​1802.05036]] (February, 2018) - +[9] He X., **Moreira-Matias L.**: "​Robust Continuous Co-Clustering"​. [[https://​arxiv.org/​abs/​1802.05036|arXiv:​1802.05036]] (February, 2018) - 
  
 **2017**: ​ **2017**: ​
  
-[9] Salanova J., **Moreira-Matias L.**, Saadallah A., Tzenos P., Aifadopoulou G., Chaniotakis E., Romeu M.: "​Informed versus Non-Informed Taxi Drivers: Agent-Based Simulation Framework for Assessing Their Performance"​ to be presented at [[http://​www.trb.org/​Main/​Home.aspx|97th TRB Annual Meeting (2018)]]+[10] Salanova J., **Moreira-Matias L.**, Saadallah A., Tzenos P., Aifadopoulou G., Chaniotakis E., Romeu M.: "​Informed versus Non-Informed Taxi Drivers: Agent-Based Simulation Framework for Assessing Their Performance"​ to be presented at [[http://​www.trb.org/​Main/​Home.aspx|97th TRB Annual Meeting (2018)]]
  
-[10] Schimbinschi F., **Moreira-Matias L.**,  Nguyen V., Bailey J.: [[https://​scholar.google.pt/​citations?​view_op=view_citation&​hl=pt-PT&​user=rTEfw38AAAAJ&​sortby=pubdate&​citation_for_view=rTEfw38AAAAJ:​9ZlFYXVOiuMC|"​Topology-regularized Universal Vector Autoregression for traffic forecasting in Large Urban areas"​]]. In: [[http://​www.sciencedirect.com/​science/​journal/​09574174|Expert Systems with Applications]], ​ vol. 82, pp. 301-316, October (2017) {{:​2017eswa_topologicalvar_florin.pdf|PDF}}+[11] Schimbinschi F., **Moreira-Matias L.**,  Nguyen V., Bailey J.: [[https://​scholar.google.pt/​citations?​view_op=view_citation&​hl=pt-PT&​user=rTEfw38AAAAJ&​sortby=pubdate&​citation_for_view=rTEfw38AAAAJ:​9ZlFYXVOiuMC|"​Topology-regularized Universal Vector Autoregression for traffic forecasting in Large Urban areas"​]]. In: [[http://​www.sciencedirect.com/​science/​journal/​09574174|Expert Systems with Applications]], ​ vol. 82, pp. 301-316, October (2017) {{:​2017eswa_topologicalvar_florin.pdf|PDF}}
  
-[11] **Moreira-Matias L.**, Farah H.: [[http://​ieeexplore.ieee.org/​abstract/​document/​7819486/​|"​On Developing a Driver Identification+[12] **Moreira-Matias L.**, Farah H.: [[http://​ieeexplore.ieee.org/​abstract/​document/​7819486/​|"​On Developing a Driver Identification
 Methodology Using In-Vehicle Data Recorders"​]]. In: [[http://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=6979|IEEE Transactions on Intelligent Transportation Systems]], vol. 18, no. 9, pp. 2387-2396, September (2017){{:​2017_ivdr_haneen.pdf|PDF}} Methodology Using In-Vehicle Data Recorders"​]]. In: [[http://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=6979|IEEE Transactions on Intelligent Transportation Systems]], vol. 18, no. 9, pp. 2387-2396, September (2017){{:​2017_ivdr_haneen.pdf|PDF}}
  
-[12] Hernandez A., Sanchez-Medina J., **Moreira-Matias L.**,: [[http://​vbn.aau.dk/​files/​254999815/​Eurocast_2017_Extended_Abstract_Book.pdf#​page=313|"​A simple classification approach to traffic flow state estimation"​]]. In: Proceedings of at [[http://​eurocast2017.fulp.ulpgc.es/​|EUROCAST 2017 - 16th International Conference on Computer Aided Systems Theory]], pp. 290-291, Las Palmas de Gran Canarias, Spain, February (2017) {{:​2017eurocast.pdf|PDF}}+[13] Hernandez A., Sanchez-Medina J., **Moreira-Matias L.**,: [[http://​vbn.aau.dk/​files/​254999815/​Eurocast_2017_Extended_Abstract_Book.pdf#​page=313|"​A simple classification approach to traffic flow state estimation"​]]. In: Proceedings of at [[http://​eurocast2017.fulp.ulpgc.es/​|EUROCAST 2017 - 16th International Conference on Computer Aided Systems Theory]], pp. 290-291, Las Palmas de Gran Canarias, Spain, February (2017) {{:​2017eurocast.pdf|PDF}}
  
 **2016**: **2016**:
  
-[13] **Moreira-Matias L.**, Cerqueira V.,:​[[http://​ieeexplore.ieee.org/​abstract/​document/​7795637/​|"​CJAMmer - Traffic Jam Cause Prediction using+[14] **Moreira-Matias L.**, Cerqueira V.,:​[[http://​ieeexplore.ieee.org/​abstract/​document/​7795637/​|"​CJAMmer - Traffic Jam Cause Prediction using
 Boosted Trees"​]]. In: Proceedings of [[http://​www.ieee-itsc2016.org/​|19th International IEEE Conference on Intelligent Transportation Systems (ITSC)]], pp. 743-748, Rio de Janeiro, Brazil, November (2016) {{:​2016itsc_cjammer.pdf|PDF}} Boosted Trees"​]]. In: Proceedings of [[http://​www.ieee-itsc2016.org/​|19th International IEEE Conference on Intelligent Transportation Systems (ITSC)]], pp. 743-748, Rio de Janeiro, Brazil, November (2016) {{:​2016itsc_cjammer.pdf|PDF}}
  
-[14] **Moreira-Matias L.**, Gama J. and Mendes-Moreira J., "​[[http://​link.springer.com/​chapter/​10.1007/​978-3-319-46131-1_18|Concept Neurons - Handling Drift Issues for+[15] **Moreira-Matias L.**, Gama J. and Mendes-Moreira J., "​[[http://​link.springer.com/​chapter/​10.1007/​978-3-319-46131-1_18|Concept Neurons - Handling Drift Issues for
 Real-Time Industrial Data Mining]]"​ In: [[http://​link.springer.com/​chapter/​10.1007/​978-3-319-46131-1_18|Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2016, Riva del Garda, Italy, Proceedings,​ Part III]], pp. 96-111, Springer (2016) {{:​2016_ecmlpkdd_concept_drift.pdf|PDF}} Real-Time Industrial Data Mining]]"​ In: [[http://​link.springer.com/​chapter/​10.1007/​978-3-319-46131-1_18|Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2016, Riva del Garda, Italy, Proceedings,​ Part III]], pp. 96-111, Springer (2016) {{:​2016_ecmlpkdd_concept_drift.pdf|PDF}}
  
   * [presented in [[http://​www.ecmlpkdd2016.org/​|European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD)]],​ (**acceptance rate: 24.10%**)]   * [presented in [[http://​www.ecmlpkdd2016.org/​|European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD)]],​ (**acceptance rate: 24.10%**)]
  
-[15] **Moreira-Matias L.**, Cats O., Gama J., Mendes-Moreira J. and Sousa J.F., [[http://​www.sciencedirect.com/​science/​article/​pii/​S1568494616303118|"​An Online Learning Approach to+[16] **Moreira-Matias L.**, Cats O., Gama J., Mendes-Moreira J. and Sousa J.F., [[http://​www.sciencedirect.com/​science/​article/​pii/​S1568494616303118|"​An Online Learning Approach to
 Eliminate Bus Bunching in Real-Time"​]]. In: [[http://​www.journals.elsevier.com/​applied-soft-computing/​|Applied Soft Computing]], ​ vol. 47, pp. 460-482 October (2016) {{:​2016_asc_bus_bunching_online.pdf|PDF}} Eliminate Bus Bunching in Real-Time"​]]. In: [[http://​www.journals.elsevier.com/​applied-soft-computing/​|Applied Soft Computing]], ​ vol. 47, pp. 460-482 October (2016) {{:​2016_asc_bus_bunching_online.pdf|PDF}}
  
-[16] Hassan S., **Moreira-Matias L.**, Khiari J. and Cats O., "​[[http://​link.springer.com/​chapter/​10.1007/​978-3-319-46349-0_9|Feature Selection Issues in Long-Term Travel Time Prediction]]"​. In: Advances in Intelligent Data Analysis XV, LNCS vol. 9897, pp. 98-109. Springer International (2016)+[17] Hassan S., **Moreira-Matias L.**, Khiari J. and Cats O., "​[[http://​link.springer.com/​chapter/​10.1007/​978-3-319-46349-0_9|Feature Selection Issues in Long-Term Travel Time Prediction]]"​. In: Advances in Intelligent Data Analysis XV, LNCS vol. 9897, pp. 98-109. Springer International (2016)
  
   * [presented at [[http://​ida2016.blogs.dsv.su.se/​|IDA - 15th International Symposium on International Data Analysis]]. Stockholm, Sweden (2016)]// ​   * [presented at [[http://​ida2016.blogs.dsv.su.se/​|IDA - 15th International Symposium on International Data Analysis]]. Stockholm, Sweden (2016)]// ​
 {{:​2016_ida_longterm_ttp_issues_feture_selection.pdf|PDF}}//​ {{:​2016_ida_longterm_ttp_issues_feture_selection.pdf|PDF}}//​
    
-[17] Yousaf F. Z., Goncalves C., **Moreira-Matias L.** and Perez C., "RAVA - Resource Aware VNF Agnostic NFV Orchestration Method for Virtualized Networks"​. In: Proceedings of [[http://​www.ieee-pimrc.org/​|IEEE 27th Annual International Symposium on Personal, Indoor, and Mobile Radio Communication (PIMRC)]], ​ pp. 2331-2336, Valencia, Spain (2016) {{:​p2331-yousaf.pdf|PDF}}+[18] Yousaf F. Z., Goncalves C., **Moreira-Matias L.** and Perez C., "RAVA - Resource Aware VNF Agnostic NFV Orchestration Method for Virtualized Networks"​. In: Proceedings of [[http://​www.ieee-pimrc.org/​|IEEE 27th Annual International Symposium on Personal, Indoor, and Mobile Radio Communication (PIMRC)]], ​ pp. 2331-2336, Valencia, Spain (2016) {{:​p2331-yousaf.pdf|PDF}}
  
-[18] Khiary J., **Moreira-Matias L.**, Cerqueira V. and Cats O.,: [[http://​link.springer.com/​chapter/​10.1007/​978-3-319-31753-3_44|"​Automated Setting of Bus Schedule Coverage using Unsupervised Machine Learning"​]]. In: Advances in Knowledge Discovery and Data Mining 20th Pacific-Asia Conference (PAKDD), pp. 552-564, Springer (2016) **acceptance rate: 17.26% (53/307)** {{:​2016pakdd_buscoverage.pdf|PDF}}+[19] Khiary J., **Moreira-Matias L.**, Cerqueira V. and Cats O.,: [[http://​link.springer.com/​chapter/​10.1007/​978-3-319-31753-3_44|"​Automated Setting of Bus Schedule Coverage using Unsupervised Machine Learning"​]]. In: Advances in Knowledge Discovery and Data Mining 20th Pacific-Asia Conference (PAKDD), pp. 552-564, Springer (2016) **acceptance rate: 17.26% (53/307)** {{:​2016pakdd_buscoverage.pdf|PDF}}
  
 [presented at [[http://​pakdd16.wordpress.fos.auckland.ac.nz/​|20th Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD)(2016)]]] [presented at [[http://​pakdd16.wordpress.fos.auckland.ac.nz/​|20th Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD)(2016)]]]
  
-[19] **Moreira-Matias L.**, and Cats O.,: [[http://​trrjournalonline.trb.org/​doi/​pdf/​10.3141/​2544-16|"​Toward a Demand Estimation Model Based on Automated Vehicle Location"​]]. In: [[http://​trrjournalonline.trb.org/​|Transportation Research Record: Journal of the Transportation Research Board]], vol. 2544, pp.141-149, December (2016) {{:​2016trr_demandlocker.pdf|PDF}}+[20] **Moreira-Matias L.**, and Cats O.,: [[http://​trrjournalonline.trb.org/​doi/​pdf/​10.3141/​2544-16|"​Toward a Demand Estimation Model Based on Automated Vehicle Location"​]]. In: [[http://​trrjournalonline.trb.org/​|Transportation Research Record: Journal of the Transportation Research Board]], vol. 2544, pp.141-149, December (2016) {{:​2016trr_demandlocker.pdf|PDF}}
  
-[20] **Moreira-Matias L.**, Gama J., Ferreira M., Mendes-Moreira J. and Damas L.,: [[http://​www.sciencedirect.com/​science/​article/​pii/​S0957417415006053|"​Time-Evolving OD Matrix Estimation using high-speed GPS data streams"​]]. In: [[http://​www.journals.elsevier.com/​expert-systems-with-applications/​|Expert Systems with Applications]],​ vol. 44, pp. 275-288, February (2016) {{:​2015eswa_time_evolving_od_matrix_estimation_using_high_speed_gps_data_streams.pdf|PDF}}+[21] **Moreira-Matias L.**, Gama J., Ferreira M., Mendes-Moreira J. and Damas L.,: [[http://​www.sciencedirect.com/​science/​article/​pii/​S0957417415006053|"​Time-Evolving OD Matrix Estimation using high-speed GPS data streams"​]]. In: [[http://​www.journals.elsevier.com/​expert-systems-with-applications/​|Expert Systems with Applications]],​ vol. 44, pp. 275-288, February (2016) {{:​2015eswa_time_evolving_od_matrix_estimation_using_high_speed_gps_data_streams.pdf|PDF}}
  
 **2015**: **2015**:
  
-[21] **Moreira-Matias L.**, Alesiani F.,:"​[[http://​ieeexplore.ieee.org/​document/​7313191/?​arnumber=7313191&​tag=1|Drift3Flow:​ Freeway-Incident Prediction using Real-Time Learning]]"​. In: Proceedings of [[http://​www.itsc2015.org/​|18th International IEEE Conference+[22] **Moreira-Matias L.**, Alesiani F.,:"​[[http://​ieeexplore.ieee.org/​document/​7313191/?​arnumber=7313191&​tag=1|Drift3Flow:​ Freeway-Incident Prediction using Real-Time Learning]]"​. In: Proceedings of [[http://​www.itsc2015.org/​|18th International IEEE Conference
 on Intelligent Transportation Systems (ITSC)]], pp. 566-571, Las Palmas de Gran Canaria, Spain, September (2015) {{:​itsc15_drift3flow.pdf|PDF}} on Intelligent Transportation Systems (ITSC)]], pp. 566-571, Las Palmas de Gran Canaria, Spain, September (2015) {{:​itsc15_drift3flow.pdf|PDF}}
  
-[22] Faizrahnemoon M., Alesiani F.,  **Moreira-Matias L.**:"​[[http://​ieeexplore.ieee.org/​document/​7313124/?​arnumber=7313124|A Scenario-Oriented approach for Noise detection on Traffic Flow data]]"​. In: Workshop (WS06) Proceedings of [[http://​www.itsc2015.org/​|18th International IEEE Conference+[23] Faizrahnemoon M., Alesiani F.,  **Moreira-Matias L.**:"​[[http://​ieeexplore.ieee.org/​document/​7313124/?​arnumber=7313124|A Scenario-Oriented approach for Noise detection on Traffic Flow data]]"​. In: Workshop (WS06) Proceedings of [[http://​www.itsc2015.org/​|18th International IEEE Conference
 on Intelligent Transportation Systems (ITSC)]], pp. 143-148, Las Palmas de Gran Canaria, Spain, September (2015) {{:​itsc15_traffic_flow_data_quality.pdf|PDF}} on Intelligent Transportation Systems (ITSC)]], pp. 143-148, Las Palmas de Gran Canaria, Spain, September (2015) {{:​itsc15_traffic_flow_data_quality.pdf|PDF}}
  
-[23] **Moreira-Matias L.**, Mendes-Moreira J., Sousa J.F. and Gama J.,: [[http://​ieeexplore.ieee.org/​xpls/​abs_all.jsp?​arnumber=7017506|"​On Improving Mass Transit Operations by using AVL-based Systems: A Survey"​]]. In: [[http://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=6979|IEEE Transactions on Intelligent Transportation Systems]], vol. 16, no. 4, pp. 1636-1653, July (2015) {{:​2015tits_avl_survey.pdf|PDF}}+[24] **Moreira-Matias L.**, Mendes-Moreira J., Sousa J.F. and Gama J.,: [[http://​ieeexplore.ieee.org/​xpls/​abs_all.jsp?​arnumber=7017506|"​On Improving Mass Transit Operations by using AVL-based Systems: A Survey"​]]. In: [[http://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=6979|IEEE Transactions on Intelligent Transportation Systems]], vol. 16, no. 4, pp. 1636-1653, July (2015) {{:​2015tits_avl_survey.pdf|PDF}}
  
-[24] Sousa, J.F., Mendes-Moreira J., **Moreira-Matias,​ L.**, Gama, J., "​Reliability Metrics for the Evaluation of the Schedule Plan in Public Transportation"​. In: [[http://​www.uc.pt/​en/​efs/​research/​emsure/​wam2015/​program|WAM 2015 - Workshop on Assessment Methodologies - Energy, Mobility and other real world applications]],​ Coimbra, Portugal (2015) {{:​2015freiredesousawam.pdf|PDF}}+[25] Sousa, J.F., Mendes-Moreira J., **Moreira-Matias,​ L.**, Gama, J., "​Reliability Metrics for the Evaluation of the Schedule Plan in Public Transportation"​. In: [[http://​www.uc.pt/​en/​efs/​research/​emsure/​wam2015/​program|WAM 2015 - Workshop on Assessment Methodologies - Energy, Mobility and other real world applications]],​ Coimbra, Portugal (2015) {{:​2015freiredesousawam.pdf|PDF}}
  
-[25] Mendes-Moreira. J., **Moreira-Matias. L.**, Gama. J. and Sousa. J.F., "​[[http://​www.sciencedirect.com/​science/​article/​pii/​S0020025514009013|Validating the Coverage of Bus Schedules: A Machine Learning Approach]]"​. In: [[http://​www.journals.elsevier.com/​information-sciences/​|Information Sciences]], vol. 293, no. 1, pp. 299-313, February (2015) {{:​2015_information_sciences_uncorrected_proof.pdf|PDF}}+[26] Mendes-Moreira. J., **Moreira-Matias. L.**, Gama. J. and Sousa. J.F., "​[[http://​www.sciencedirect.com/​science/​article/​pii/​S0020025514009013|Validating the Coverage of Bus Schedules: A Machine Learning Approach]]"​. In: [[http://​www.journals.elsevier.com/​information-sciences/​|Information Sciences]], vol. 293, no. 1, pp. 299-313, February (2015) {{:​2015_information_sciences_uncorrected_proof.pdf|PDF}}
  
 **2014**: **2014**:
  
-[26] **Moreira-Matias,​ L.**, Gama, J., Mendes-Moreira,​ J., Freire de Sousa, J.: [[http://​link.springer.com/​chapter/​10.1007/​978-3-319-12571-8_20|"​An Incremental Probabilistic Model to Predict Bus Bunching in Real-Time"​]]. In: Advances in Intelligent Data Analysis XIII, LNCS vol. 8819, pp. 230-240. Springer International (2014)+[27] **Moreira-Matias,​ L.**, Gama, J., Mendes-Moreira,​ J., Freire de Sousa, J.: [[http://​link.springer.com/​chapter/​10.1007/​978-3-319-12571-8_20|"​An Incremental Probabilistic Model to Predict Bus Bunching in Real-Time"​]]. In: Advances in Intelligent Data Analysis XIII, LNCS vol. 8819, pp. 230-240. Springer International (2014)
  
   * {{:​ida2014_poster.pdf|Poster Version}}   * {{:​ida2014_poster.pdf|Poster Version}}
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 {{:​moreira-matiasida2014.pdf|PDF}}//​ {{:​moreira-matiasida2014.pdf|PDF}}//​
  
-[27] Nunes, R., **Moreira-Matias,​ L.**, Ferreira, M., "Using Exit Time Predictions to Optimize Self Automated Parking Lots". In: Proceedings of [[http://​www.itsc2014.org/​|17th International IEEE Conference+[28] Nunes, R., **Moreira-Matias,​ L.**, Ferreira, M., "Using Exit Time Predictions to Optimize Self Automated Parking Lots". In: Proceedings of [[http://​www.itsc2014.org/​|17th International IEEE Conference
 on Intelligent Transportation Systems (ITSC)]], pp. 302-307, Qingdao, China (2014) {{:​2014itsc_parkinglot.pdf|PDF}} on Intelligent Transportation Systems (ITSC)]], pp. 302-307, Qingdao, China (2014) {{:​2014itsc_parkinglot.pdf|PDF}}
  
-[28] **Moreira-Matias,​ L.**, Mendes-Moreira,​ J., Ferreira, M., Gama, J., Damas, L.: "An Online Learning Framework for Predicting the Taxi Stands Profitability"​. In: Proceedings of [[http://​www.itsc2014.org/​|17th International IEEE Conference+[29] **Moreira-Matias,​ L.**, Mendes-Moreira,​ J., Ferreira, M., Gama, J., Damas, L.: "An Online Learning Framework for Predicting the Taxi Stands Profitability"​. In: Proceedings of [[http://​www.itsc2014.org/​|17th International IEEE Conference
 on Intelligent Transportation Systems (ITSC)]], pp. 2009-2014, Qingdao, China (2014) {{:​2014itsc_taxi_profitability.pdf|PDF}} on Intelligent Transportation Systems (ITSC)]], pp. 2009-2014, Qingdao, China (2014) {{:​2014itsc_taxi_profitability.pdf|PDF}}
  
-[29] **Moreira-Matias,​ L.**, Mendes-Moreira,​ J., Gama, J., Ferreira, M., "On Improving Operational Planning and Control in Public Transportation Networks using Streaming Data: A Machine Learning+[30] **Moreira-Matias,​ L.**, Mendes-Moreira,​ J., Gama, J., Ferreira, M., "On Improving Operational Planning and Control in Public Transportation Networks using Streaming Data: A Machine Learning
 Approach"​. In: Local Proceedings of [[http://​www.ecmlpkdd2014.org/​|European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD)]],​ pp. 41-50, Phd Spotlight Session (2014) {{:​proceedingsphdsession_ecml_pkdd_2014final.pdf|PDF}} Approach"​. In: Local Proceedings of [[http://​www.ecmlpkdd2014.org/​|European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD)]],​ pp. 41-50, Phd Spotlight Session (2014) {{:​proceedingsphdsession_ecml_pkdd_2014final.pdf|PDF}}
  
-[30] **Moreira-Matias,​ L.**, Nunes, R., Ferreira, M., Mendes-Moreira,​ J., Gama, J., "​[[http://​link.springer.com/​chapter/​10.1007/​978-3-319-08326-1_59|On Predicting a Call Center'​s Workload: A Discretization-based Approach]]"​. In: Foundations of Intelligent Systems, LNCS 8502, pp. 548-553 (2014).+[31] **Moreira-Matias,​ L.**, Nunes, R., Ferreira, M., Mendes-Moreira,​ J., Gama, J., "​[[http://​link.springer.com/​chapter/​10.1007/​978-3-319-08326-1_59|On Predicting a Call Center'​s Workload: A Discretization-based Approach]]"​. In: Foundations of Intelligent Systems, LNCS 8502, pp. 548-553 (2014).
  
 [presented at [[http://​isl.ruc.dk/​ismis2014/​|ISMIS- 21st International Symposium on Methodologies for Intelligent Systems]] - Roskilde, Denmark (2014)]// {{:​ismis2014.pdf|PDF}} // [presented at [[http://​isl.ruc.dk/​ismis2014/​|ISMIS- 21st International Symposium on Methodologies for Intelligent Systems]] - Roskilde, Denmark (2014)]// {{:​ismis2014.pdf|PDF}} //
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 **2013**: **2013**:
  
-[31] **Moreira-Matias,​ L.**, Gama, J., Ferreira, M., Mendes-Moreira,​ J., Damas, L., "​[[http://​link.springer.com/​chapter/​10.1007/​978-3-642-40669-0_6|On Predicting the Taxi-Passenger Demand: A Real-Time Approach]]"​. In: Progress in Artificial Intelligence,​ LNCS 8154. Springer Berlin Heidelberg, pp. 54-65 (2013).+[32] **Moreira-Matias,​ L.**, Gama, J., Ferreira, M., Mendes-Moreira,​ J., Damas, L., "​[[http://​link.springer.com/​chapter/​10.1007/​978-3-642-40669-0_6|On Predicting the Taxi-Passenger Demand: A Real-Time Approach]]"​. In: Progress in Artificial Intelligence,​ LNCS 8154. Springer Berlin Heidelberg, pp. 54-65 (2013).
  
 [presented at [[http://​www.epia2013.uac.pt/​|EPIA - 16th Portuguese Conference on Artificial Intelligence]]. Angra do Heroísmo, Portugal (2013)]// [presented at [[http://​www.epia2013.uac.pt/​|EPIA - 16th Portuguese Conference on Artificial Intelligence]]. Angra do Heroísmo, Portugal (2013)]//
 {{:​on_predicting_the_taxi-passenger_demand_a_real-time_approach_v6.pdf|PDF}}//​ {{:​on_predicting_the_taxi-passenger_demand_a_real-time_approach_v6.pdf|PDF}}//​
  
-[32] **Moreira-Matias,​ L.**, Gama, J., Ferreira, M., Mendes-Moreira,​ J., Damas, L., "​[[http://​ieeexplore.ieee.org/​xpl/​login.jsp?​tp=&​arnumber=6532415&​url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D6532415 |Predicting Taxi–Passenger Demand Using Streaming Data]]"​. In: [[http://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=6979|IEEE Transactions on Intelligent Transportation Systems]], vol.14, no.3, pp.1393-1402,​ September (2013) {{:​predicting_taxi_passenger_demand_using_streaming_data_tits2013.pdf|PDF}}+[33] **Moreira-Matias,​ L.**, Gama, J., Ferreira, M., Mendes-Moreira,​ J., Damas, L., "​[[http://​ieeexplore.ieee.org/​xpl/​login.jsp?​tp=&​arnumber=6532415&​url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D6532415 |Predicting Taxi–Passenger Demand Using Streaming Data]]"​. In: [[http://​ieeexplore.ieee.org/​xpl/​RecentIssue.jsp?​punumber=6979|IEEE Transactions on Intelligent Transportation Systems]], vol.14, no.3, pp.1393-1402,​ September (2013) {{:​predicting_taxi_passenger_demand_using_streaming_data_tits2013.pdf|PDF}}
  
-[33] **Moreira-Matias,​ L.**, Fernandes, R., Gama, J., Ferreira, M., Mendes-Moreira,​ J., Damas, L., "On Recommending Urban Hotspots to Find Our Next Passenger"​. In: [[http://​www.liaad.up.pt/​udm|Proceedings of the 3rd International Conference on Ubiquitous Data Mining - Volume 1088]], pp. 17-23, Beijing, China (2013) ​ {{:​proceedingsudmijcai2013.pdf|PDF}}+[34] **Moreira-Matias,​ L.**, Fernandes, R., Gama, J., Ferreira, M., Mendes-Moreira,​ J., Damas, L., "On Recommending Urban Hotspots to Find Our Next Passenger"​. In: [[http://​www.liaad.up.pt/​udm|Proceedings of the 3rd International Conference on Ubiquitous Data Mining - Volume 1088]], pp. 17-23, Beijing, China (2013) ​ {{:​proceedingsudmijcai2013.pdf|PDF}}
  
 **2012**: **2012**:
  
-[34] **Moreira-Matias,​ L.**, Fernandes, R., Gama, J., Ferreira, M., Mendes-Moreira,​ J., Damas, L., "An Online Recommendation System for the Taxi Stand choice Problem (Poster)"​. In: [[http://​www.ieee-vnc.org/​|IEEE Vehicular Network Conference (IEEE VNC)]], pp. 173-180, Seoul, South Korea (2012) {{:​p173-moreira-matias.pdf|PDF}}+[35] **Moreira-Matias,​ L.**, Fernandes, R., Gama, J., Ferreira, M., Mendes-Moreira,​ J., Damas, L., "An Online Recommendation System for the Taxi Stand choice Problem (Poster)"​. In: [[http://​www.ieee-vnc.org/​|IEEE Vehicular Network Conference (IEEE VNC)]], pp. 173-180, Seoul, South Korea (2012) {{:​p173-moreira-matias.pdf|PDF}}
  
   * {{:​vnc2012_poster.pdf|Poster Version}}   * {{:​vnc2012_poster.pdf|Poster Version}}
   * [[http://​www.youtube.com/​watch?​v=XC3ZhMaHjLw&​feature=youtu.be|Demo about the Recommendation Model' Simulation Results]]   * [[http://​www.youtube.com/​watch?​v=XC3ZhMaHjLw&​feature=youtu.be|Demo about the Recommendation Model' Simulation Results]]
  
-[35] **Moreira-Matias,​ L.**, Gama, J., Ferreira, M., Mendes-Moreira,​ J., Damas, L.: [[http://​link.springer.com/​chapter/​10.1007%2F978-3-642-34156-4_22?​LI=true|"​Online Predictive Model for Taxi Services"​]]. In: Advances in Intelligent Data Analysis XI, LNCS vol. 7619, pp. 230-240. Springer Berlin / Heidelberg (2012)+[36] **Moreira-Matias,​ L.**, Gama, J., Ferreira, M., Mendes-Moreira,​ J., Damas, L.: [[http://​link.springer.com/​chapter/​10.1007%2F978-3-642-34156-4_22?​LI=true|"​Online Predictive Model for Taxi Services"​]]. In: Advances in Intelligent Data Analysis XI, LNCS vol. 7619, pp. 230-240. Springer Berlin / Heidelberg (2012)
  
 [presented at [[http://​ida2012.org/​|IDA - 11th International Symposium on International Data Analysis]]. Helsinki, Finland (2012)]// [presented at [[http://​ida2012.org/​|IDA - 11th International Symposium on International Data Analysis]]. Helsinki, Finland (2012)]//
 {{:​ida_2012_final.pdf|PDF}}//​ {{:​ida_2012_final.pdf|PDF}}//​
  
-[36] **Moreira-Matias,​ L.**, Gama, J., Ferreira, M., Damas, L.: [[http://​ieeexplore.ieee.org/​xpls/​abs_all.jsp?​arnumber=6338680|"​A predictive model for the passenger demand on a taxi network"​]]. In: [[http://​www.itsc2012.org|15th International IEEE Conference on Intelligent Transportation Systems]] (ITSC), pp. 1014-1019, Anchorage, Alaska (US) (2012) {{:​a_predictive_model_for_passenger_demand_on_a_taxi_network_final.pdf|PDF}}+[37] **Moreira-Matias,​ L.**, Gama, J., Ferreira, M., Damas, L.: [[http://​ieeexplore.ieee.org/​xpls/​abs_all.jsp?​arnumber=6338680|"​A predictive model for the passenger demand on a taxi network"​]]. In: [[http://​www.itsc2012.org|15th International IEEE Conference on Intelligent Transportation Systems]] (ITSC), pp. 1014-1019, Anchorage, Alaska (US) (2012) {{:​a_predictive_model_for_passenger_demand_on_a_taxi_network_final.pdf|PDF}}
  
-[37] **Moreira-Matias L.**, Ferreira C., Gama J., Mendes-Moreira J., Sousa J.F.d., "Bus Bunching Detection: A Sequence Mining Approach"​. In: [[http://​www.liaad.up.pt/​udm/​|20th European Conference on Artificial Intelligence (ECAI) - Ubiquotous Data Mining (UDM) Workshop]], Montpellier,​ France (2012) {{:​procudmecai2012.pdf|PDF}}+[38] **Moreira-Matias L.**, Ferreira C., Gama J., Mendes-Moreira J., Sousa J.F.d., "Bus Bunching Detection: A Sequence Mining Approach"​. In: [[http://​www.liaad.up.pt/​udm/​|20th European Conference on Artificial Intelligence (ECAI) - Ubiquotous Data Mining (UDM) Workshop]], Montpellier,​ France (2012) {{:​procudmecai2012.pdf|PDF}}
  
-[38] **Moreira-Matias L.**, Mendes-Moreira J., Gama J., Brazdil P. [[http://​www.springerlink.com/​content/​433plg70m0051184/​|"​Text Categorization Using an Ensemble Classifier Based on a Mean Co-association Matrix"​]]. In: Machine Learning and Data Mining in Pattern Recognition,​ LNCS vol. 7376, pp. 525-539: Springer Berlin / Heidelberg (2012)+[39] **Moreira-Matias L.**, Mendes-Moreira J., Gama J., Brazdil P. [[http://​www.springerlink.com/​content/​433plg70m0051184/​|"​Text Categorization Using an Ensemble Classifier Based on a Mean Co-association Matrix"​]]. In: Machine Learning and Data Mining in Pattern Recognition,​ LNCS vol. 7376, pp. 525-539: Springer Berlin / Heidelberg (2012)
  
 //​[presented at [[http://​www.mldm.de/​mldm2012.php|MLDM - 9th International Conference on Machine Learning and Data Mining]]. Berlin, Germany (2012)]// //​[presented at [[http://​www.mldm.de/​mldm2012.php|MLDM - 9th International Conference on Machine Learning and Data Mining]]. Berlin, Germany (2012)]//
 {{:​text_categorization_using_an_ensemble_classifier_based_on_a_mean_co-association_matrix_springer_final.pdf|PDF}} {{:​text_categorization_using_an_ensemble_classifier_based_on_a_mean_co-association_matrix_springer_final.pdf|PDF}}
  
-[39] **Moreira-Matias L.**, Ferreira, C., Gama J., Mendes-Moreira J., Sousa J.F.d., [[http://​www.springerlink.com/​content/​c1126027207570gm/​|"​Bus Bunching Detection by Mining Sequences of Headway Deviations"​]]. In: Advances in Data Mining. Applications and Theoretical Aspects. ​ LNCS vol. 7377, pp. 77-91. Springer Berlin / Heidelberg. ​ (2012)+[40] **Moreira-Matias L.**, Ferreira, C., Gama J., Mendes-Moreira J., Sousa J.F.d., [[http://​www.springerlink.com/​content/​c1126027207570gm/​|"​Bus Bunching Detection by Mining Sequences of Headway Deviations"​]]. In: Advances in Data Mining. Applications and Theoretical Aspects. ​ LNCS vol. 7377, pp. 77-91. Springer Berlin / Heidelberg. ​ (2012)
  
 //​[presented at [[http://​www.data-mining-forum.de/​|ICDM - 12th Industrial Conference on Data Mining]]. Berlin, Germany (2012)]// //​[presented at [[http://​www.data-mining-forum.de/​|ICDM - 12th Industrial Conference on Data Mining]]. Berlin, Germany (2012)]//
 {{:​springer_official_version_bus_bunching_detection_a_sequence_mining_approach_icdm12.pdf|PDF}} {{:​springer_official_version_bus_bunching_detection_a_sequence_mining_approach_icdm12.pdf|PDF}}
  
-[40] Ferreira, M., Fernandes, R., Conceição,​ H., Gomes, P., d’Orey, P.M., **Moreira-Matias,​ L.**, Gama, J., Lima, F., Damas, L.: [[http://​www.springerlink.com/​content/​r7061j5688479t35/​|"​Vehicular Sensing: Emergence of a Massive Urban Scanner"​]].+[41] Ferreira, M., Fernandes, R., Conceição,​ H., Gomes, P., d’Orey, P.M., **Moreira-Matias,​ L.**, Gama, J., Lima, F., Damas, L.: [[http://​www.springerlink.com/​content/​r7061j5688479t35/​|"​Vehicular Sensing: Emergence of a Massive Urban Scanner"​]].
 In: Sensor Systems and Software, LNCS vol. 102, pp. 1-14. Springer Berlin Heidelberg (2012) In: Sensor Systems and Software, LNCS vol. 102, pp. 1-14. Springer Berlin Heidelberg (2012)
  
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 **2011**: **2011**:
  
-[41]  **Moreira-Matias L.**, "Bus Bunching Detection by Mining Sequences of Headway Deviations"​ - Phd Poster Session, [[http://​www.liaad.up.pt/​ida2011/​|IDA'​2011 - The Tenth International Symposium on Intelligent Data Analysis]], Porto, Portugal, October 28-31 (2011) {{:​poster_ida2011_v5.pdf|PDF}}+[42]  **Moreira-Matias L.**, "Bus Bunching Detection by Mining Sequences of Headway Deviations"​ - Phd Poster Session, [[http://​www.liaad.up.pt/​ida2011/​|IDA'​2011 - The Tenth International Symposium on Intelligent Data Analysis]], Porto, Portugal, October 28-31 (2011) {{:​poster_ida2011_v5.pdf|PDF}}
  
 **2010**: **2010**:
  
-[42]  **Matias L.**, Gama J., Mendes-Moreira J. and Sousa J.F., [[http://​ieeexplore.ieee.org/​xpl/​login.jsp?​tp=&​arnumber=5625235&​url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D5625235|"​Validation of both number and coverage of bus Schedules using AVL data."​]],​ [[http://​itsc2010.isr.uc.pt/​|13th International IEEE Annual Conference on Intelligent Transportation Systems (ITSC'​2010)]],​ Madeira Island, Portugal, September 19-22: pp. 131-136 (2010). {{:​validation_of_both_number_and_coverage_of_bus_schedules_using_avl_data_ieee_itsc2010_v2.pdf| PDF}}+[43]  **Matias L.**, Gama J., Mendes-Moreira J. and Sousa J.F., [[http://​ieeexplore.ieee.org/​xpl/​login.jsp?​tp=&​arnumber=5625235&​url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D5625235|"​Validation of both number and coverage of bus Schedules using AVL data."​]],​ [[http://​itsc2010.isr.uc.pt/​|13th International IEEE Annual Conference on Intelligent Transportation Systems (ITSC'​2010)]],​ Madeira Island, Portugal, September 19-22: pp. 131-136 (2010). {{:​validation_of_both_number_and_coverage_of_bus_schedules_using_avl_data_ieee_itsc2010_v2.pdf| PDF}}
  
-[43] **Matias, L.**, [[http://​www.springerlink.com/​content/​g408707l8m0j8323/​|"​Developing Dynamic Reports using Rich Internet Applications"​]]. In: [[http://​www.springer.com/​computer/​database+management+%26+information+retrieval/​book/​978-3-642-16418-7|ENTERprise Information Systems]], CCIS Vol. 110, pp. 436-445. ​ Springer Berlin Heidelberg (2010) {{:​centeris.pdf|PDF}}+[44] **Matias, L.**, [[http://​www.springerlink.com/​content/​g408707l8m0j8323/​|"​Developing Dynamic Reports using Rich Internet Applications"​]]. In: [[http://​www.springer.com/​computer/​database+management+%26+information+retrieval/​book/​978-3-642-16418-7|ENTERprise Information Systems]], CCIS Vol. 110, pp. 436-445. ​ Springer Berlin Heidelberg (2010) {{:​centeris.pdf|PDF}}
  
-[44] Gama J., Ferreira C., **Matias L.**, Botterud A., Wang J., Conzelmann G., [[http://​www.osti.gov/​greenenergy/​rddetail?​osti_id=1008309|"​A Survey on Wind Ramp Forecasting"​]],​ Technical Report (2010). {{:​rampreport.pdf|PDF}}+[45] Gama J., Ferreira C., **Matias L.**, Botterud A., Wang J., Conzelmann G., [[http://​www.osti.gov/​greenenergy/​rddetail?​osti_id=1008309|"​A Survey on Wind Ramp Forecasting"​]],​ Technical Report (2010). {{:​rampreport.pdf|PDF}}
  
 ===== Patents ===== ===== Patents =====
   * 2016 [[https://​worldwide.espacenet.com/​publicationDetails/​biblio?​DB=EPODOC&​II=0&​ND=3&​adjacent=true&​locale=en_EP&​FT=D&​date=20161020&​CC=WO&​NR=2016165742A1&​KC=A1|WO2016165742 (A1)  -  METHOD FOR INCIDENT DETECTION IN A TIME-EVOLVING SYSTEM]]   * 2016 [[https://​worldwide.espacenet.com/​publicationDetails/​biblio?​DB=EPODOC&​II=0&​ND=3&​adjacent=true&​locale=en_EP&​FT=D&​date=20161020&​CC=WO&​NR=2016165742A1&​KC=A1|WO2016165742 (A1)  -  METHOD FOR INCIDENT DETECTION IN A TIME-EVOLVING SYSTEM]]
   * 2017 [[https://​portal.uspto.gov/​pair/​PublicPair | US 2017-0270413 A1 - REAL-TIME FILTERING OF DIGITAL DATA SOURCES FOR TRAFFIC CONTROL CENTERS]]   * 2017 [[https://​portal.uspto.gov/​pair/​PublicPair | US 2017-0270413 A1 - REAL-TIME FILTERING OF DIGITAL DATA SOURCES FOR TRAFFIC CONTROL CENTERS]]
 +  * 2017 [[https://​patentimages.storage.googleapis.com/​1e/​22/​f8/​bb1ea64d2f2229/​EP3151174A1.pdf|EP3151174 (A1) PUBLIC TRANSPORTATION SYSTEM AND METHOD FOR ESTABLISHING AND DEPLOYING SCHEDULES IN SUCH SYSTEM]]
   * 2018 [[https://​worldwide.espacenet.com/​publicationDetails/​biblio?​DB=EPODOC&​II=0&​ND=3&​adjacent=true&​locale=en_EP&​FT=D&​date=20180215&​CC=WO&​NR=2018028781A1&​KC=A1 | WO2018028781 (A1) -   * 2018 [[https://​worldwide.espacenet.com/​publicationDetails/​biblio?​DB=EPODOC&​II=0&​ND=3&​adjacent=true&​locale=en_EP&​FT=D&​date=20180215&​CC=WO&​NR=2018028781A1&​KC=A1 | WO2018028781 (A1) -
  ​METHOD FOR MANAGING COMPUTATIONAL RESOURCES OF A DATA CENTER]]  ​METHOD FOR MANAGING COMPUTATIONAL RESOURCES OF A DATA CENTER]]
 +  * 2018 [[https://​patentimages.storage.googleapis.com/​ac/​5f/​71/​46b39f8f02cbbe/​US20180096606A1.pdf| US20180096606A1 (**GRANTED**)
 +METHOD TO CONTROL VEHICLE FLEETS TO DELIVER ON-DEMAND TRANSPORTATION SERVICES]] ​
 +  * 2018 [[https://​patentimages.storage.googleapis.com/​3b/​dc/​28/​26b2e9c50571a7/​US20180233035A1.pdf|US20180233035 (A1) - METHOD AND FILTER FOR FLOATING CAR DATA SOURCES]]
 +  * 2018 [[https://​patentimages.storage.googleapis.com/​fd/​3e/​f7/​13384a635a7e9f/​US20180039932A1.pdf|US20180039932 (A1) METHOD FOR PROVIDING A TYPICAL LOAD PROFILE OF A VEHICLE FOR A PUBLIC TRANSPORT SYSTEM]]
  
 ===== Ms.C. Supervisions ===== ===== Ms.C. Supervisions =====
investigacao.1542708003.txt.gz · Last modified: 2018/11/20 10:00 by lmatias